EP3924865A4 - Generation of process models in domains with unstructured data - Google Patents

Generation of process models in domains with unstructured data Download PDF

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Publication number
EP3924865A4
EP3924865A4 EP20755765.3A EP20755765A EP3924865A4 EP 3924865 A4 EP3924865 A4 EP 3924865A4 EP 20755765 A EP20755765 A EP 20755765A EP 3924865 A4 EP3924865 A4 EP 3924865A4
Authority
EP
European Patent Office
Prior art keywords
domains
generation
unstructured data
process models
models
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP20755765.3A
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German (de)
French (fr)
Other versions
EP3924865A1 (en
Inventor
Kamesh RAGHAVENDRA
Sudipto Shankar Dasgupta
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Zuora Inc
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Zuora Inc
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Filing date
Publication date
Application filed by Zuora Inc filed Critical Zuora Inc
Publication of EP3924865A1 publication Critical patent/EP3924865A1/en
Publication of EP3924865A4 publication Critical patent/EP3924865A4/en
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G06F16/353—Clustering; Classification into predefined classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/906—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/31—Indexing; Data structures therefor; Storage structures
    • G06F16/316—Indexing structures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP20755765.3A 2019-02-12 2020-02-05 Generation of process models in domains with unstructured data Pending EP3924865A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
IN201941005513 2019-02-12
US16/540,530 US10592544B1 (en) 2019-02-12 2019-08-14 Generation of process models in domains with unstructured data
PCT/US2020/016838 WO2020167559A1 (en) 2019-02-12 2020-02-05 Generation of process models in domains with unstructured data

Publications (2)

Publication Number Publication Date
EP3924865A1 EP3924865A1 (en) 2021-12-22
EP3924865A4 true EP3924865A4 (en) 2022-11-09

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Family Applications (1)

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EP20755765.3A Pending EP3924865A4 (en) 2019-02-12 2020-02-05 Generation of process models in domains with unstructured data

Country Status (3)

Country Link
US (5) US10592544B1 (en)
EP (1) EP3924865A4 (en)
WO (1) WO2020167559A1 (en)

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Also Published As

Publication number Publication date
US10949455B2 (en) 2021-03-16
US10592544B1 (en) 2020-03-17
US20210406297A1 (en) 2021-12-30
WO2020167559A1 (en) 2020-08-20
US20220027399A1 (en) 2022-01-27
US20200293564A1 (en) 2020-09-17
US20200334282A1 (en) 2020-10-22
US20210390128A1 (en) 2021-12-16
EP3924865A1 (en) 2021-12-22
US11941037B2 (en) 2024-03-26
US11100153B2 (en) 2021-08-24

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